Detection of Fake News Using Natural Language Processing Techniques and Passive Aggressive Classifierdoi:10.1007/978-981-19-0011-2_53Today, inside the time of innovation, we invest the vast majority of our time on the Web; we get a great deal of data from various sources. We are digital ...
The literature contains a variety of survey papers on the detection of fake news and related terms. We have segregated different recent survey papers into four categories depending on the type of research design. This section aims to showcase the existing surveys’ style to differentiate our propos...
How to explicitly utilize the credibility of publishers and users for facilitating early detection of fake news. 3.具体实现 Firstly, we design a structureaware multi-head attention module to learn the structure of the publishing graph and produce the publisher representations for the credibility predic...
Explanation of Fake News via ChatGPT 在本节中,我们将评估ChatGPT对给定的假新闻提供解释的能力。我们的目标是检查影响定义假新闻的因素。解释过程包括两个阶段:原因总结和原因选择,分别如图3(a)和图3(b)所示。通过分析这9个因素的分布情况,我们发现这些原因(因素)在不同程度上描述了假新闻的特征,并可能为未来...
假新闻定义Definitions of Fake News 对假新闻下了一个定义。假新闻是指故意且可核实为虚假的新闻文章。 这个定义有两个关键特征:故意就是指假新闻是刻意制造出来的,是为了某种经济利益或者政治利益,而不是无意间造成的。可核实为假是为了避免二义性,难以证真伪的阴谋论不属于作者认同的假新闻范畴。
Sci-Hub | Fake News Detection via Knowledge-driven Multimodal Graph Convolutional Networks. Proceedings of the 2020 International Conference on Multimedia Retrieval | 10.1145/3372278.3390713sci-hub.se//https://dl.acm.org/doi/abs/10.1145/3372278.3390713 ...
With the proliferation of social media platforms that provide anonymity, easy access, online community development, and online debate, detecting and tracking hate speech has become a major concern for society, individuals, policymakers, and researchers. Combating hate speech and fake news are the most...
AAAI18的工作“Early detection of fake news on social media through propagation path classification with recurrent and convolutional networks”将谣言的传播与评论信息视做一个时间序列,利用RNN和CNN建模该序列,将两个隐向量拼接在一起,输入到分类层,得到分类结果。
今天分享一篇来自PAKDD2021的一篇关于虚假新闻检测的文章《Fake News Detection with Heterogenous Deep Graph Convolutional Network》,论文作者来自中科院。 论文传送门motivation:以往的研究往往基于新闻的内…
fake news detection综述【文章标题:深度综述:伪新闻检测】 1. 介绍 伪新闻是当今社会一个备受争议的话题,它的存在严重影响了信息的真实性和推送的可信度。为了解决这一问题,伪新闻检测技术应运而生。本文将从多个角度对伪新闻检测进行全面评估,并探讨其在当前信息社会中的重要性和挑战。 2. 伪新闻检测的定义 伪...